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Cybersecurity activities for education and curriculum design: A survey
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Cyber threats are one of the main concerns in this growing technology epoch. To tackle this issue, highly skilled and motivated cybersecurity professionals are increasingly in demand to prevent, detect, respond to, or even mitigate the effects of such threats. However, the world faces a workforce shortage of qualified cybersecurity professionals and practitioners. To address this dilemma, several cybersecurity educational programs have been introduced, such as specialized cybersecurity courses in computer science graduate programs. With the increasing demand, different cybersecurity courses are introduced at the high school level, undergraduate computer science and information systems programs, and even at the government level. Due to the peculiar nature of cybersecurity, educational institutions face many issues when designing a curriculum or cybersecurity activities. In this paper, we study existing cybersecurity curriculum approaches and activities. We also present case studies on cybersecurity education around the globe.
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Building a strong cybersecurity foundation, as described in cybersecurity education frameworks, ensures that personnel are prepared to handle evolving threats.
“In addition, building a strong cybersecurity foundation, as described in the cybersecurity education frameworks [109,110], ensures that personnel are prepared to handle evolving threats.”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [110]
Citations
Cites
What Is STEM? A Discussion About Conceptions of STEM in Education and Partnerships
Breiner, J. M., Harkness, S. S., Johnson, C. C., & Koehler, C. M. (2012) · School Science and Mathematics · doi:10.1111/j.1949-8594.2011.00109.x · Cited by 1,006
2015 48th Hawaii International Conference on System Sciences
(2015) · doi:10.1109/hicss35350.2015 · Cited by 522
Expanding computer science education in schools: understanding teacher experiences and challenges
Yadav, A. K., Gretter, S., Hambrusch, S. E., & Sands, P. (2016) · Computer Science Education · doi:10.1080/08993408.2016.1257418 · Cited by 340
A brief study of Wannacry Threat: Ransomware Attack 2017
Mohurle, S., & Patil, M. (2017) · International Journal of Advanced Research in Computer Science · doi:10.26483/ijarcs.v8i5.4021 · Cited by 276
Going Spear Phishing: Exploring Embedded Training and Awareness
Caputo, D. D., Pfleeger, S. L., Freeman, J. D., et al. (2013) · IEEE Security & Privacy · doi:10.1109/msp.2013.106 · Cited by 265
Skopik, F., Settanni, G., & Fiedler, R. (2016) · Computers & Security · doi:10.1016/j.cose.2016.04.003 · Cited by 246
Association for Computing Machinery (ACM)
Sodeman, W. A. (2018) · The SAGE Encyclopedia of Business Ethics and Society · doi:10.4135/9781483381503.n68 · Cited by 181
Information security: The moving target
Dlamini, M. T., Eloff, J. H. P., & Eloff, M. M. (2008) · Computers & Security · doi:10.1016/j.cose.2008.11.007 · Cited by 151
Yasinsac, A., Erbacher, R. F., Marks, D. G., et al. (2003) · IEEE Security & Privacy · doi:10.1109/msecp.2003.1219052 · Cited by 136
Cybersecurity education: Evolution of the discipline and analysis of master programs
Cabaj, K., Domingos, D., Kotulski, Z., et al. (2018) · Computers & Security · doi:10.1016/j.cose.2018.01.015 · Cited by 117
Cyber Security Breaches Survey 2020
(2020) · Computer Fraud & Security · doi:10.1016/s1361-3723(20)30037-3 · Cited by 104
Giuliani, G., & Peduzzi, P. (2011) · Natural hazards and earth system sciences · doi:10.5194/nhess-11-53-2011 · Cited by 100
Reinforcement Learning in Education: A Literature Review
Mon, B. F., Wasfi, A., Hayajneh, M., Slim, A., & Ali, N. A. A. (2023) · Informatics · doi:10.3390/informatics10030074 · Cited by 100
Cybersecurity education in a developing nation: the Ecuadorian environment
Catota, F. E., Morgan, M. G., & Sicker, D. (2019) · Journal of Cybersecurity · doi:10.1093/cybsec/tyz001 · Cited by 92
Students Information Security Practices and Awareness
Slusky, L., & Partow‐Navid, P. (2012) · Journal of Information Privacy and Security · doi:10.1080/15536548.2012.10845664 · Cited by 92
Bringing computer science back into schools
Brown, N. C. C., Kölling, M., Crick, T., Jones, S., Humphreys, S., & Sentance, S. (2013) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/2445196.2445277 · Cited by 86
Landscape of K-12 Computer Science Education in the U.S.
Wang, J., Hong, H., Ravitz, J. L., & Moghadam, S. H. (2016) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/2839509.2844628 · Cited by 85
Cybersecurity Education in Universities
Schneider, F. B. (2013) · IEEE Security & Privacy · doi:10.1109/msp.2013.84 · Cited by 84
Mou, T.-Y. (2024) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2023.101459 · Cited by 67
At the Nexus of Cybersecurity and Public Policy: Some Basic Concepts and Issues
Clark, D., Berson, T. A., Lin, H., et al. (2014) · Cited by 58
Cybersecurity Curriculum Design: A Survey
Mouheb, D., Abbas, S., & Merabti, M. (2019) · Lecture notes in computer science · doi:10.1007/978-3-662-59351-6_9 · Cited by 50
Self-citationEncyclopedia of interpersonal violence
Renzetti, C. M., & L.Edleson, J. (2009) · Choice Reviews Online · doi:10.5860/choice.46-5960 · Cited by 49
The National Center for Victims of Crime
Carter, J. W. (2006) · Policing An International Journal · doi:10.1108/pijpsm.2006.18129aag.001 · Cited by 47
National Training Standard for Information Systems Security (INFOSEC) Professionals
McConnell, J. M. (1994) · Defense Technical Information Center (DTIC) · Cited by 44
Sobiesk, E., Blair, J. R. S., Conti, G., et al. (2015) · Conference on Information Technology Education · doi:10.1145/2808006.2808038 · Cited by 39
Hackers Wanted: An Examination of the Cybersecurity Labor Market
Libicki, M. C., Senty, D., & Pollak, J. (2014) · RAND Corporation eBooks · doi:10.7249/rr430 · Cited by 34
Cybersecurity Curriculum Development: Introducing Specialties in a Graduate Program
Bicak, A., Xiang, M., L., et al. (2014) · doi:10.13140/2.1.2466.1440 · Cited by 34
Integrating security in the computer science curriculum
Siraj, A., Taylor, B., Kaza, S., et al. (2015) · ACM Inroads · doi:10.1145/2766457 · Cited by 30
A Critical Review of Cybersecurity Education in the United States
Crabb, J., Hundhausen, C., & Gebremedhin, A. H. (2024) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/3626252.3630757 · Cited by 28
Secure Software Engineering Education: Knowledge Area, Curriculum and Resources
Yuan, X., Li, Y., Jones, B., Yu, H., & Chu, B.-T. B. (2016) · Journal of Cybersecurity Education Research and Practice · doi:10.62915/2472-2707.1004 · Cited by 25
The aftermath of a crypto-ransomware attack at a large academic institution
Zhang-Kennedy, L., Assal, H., Rocheleau, J. N., Mohamed, R. E., Baig, K., & Chiasson, S. (2018) · UWSpace (University of Waterloo) · Cited by 23
K-12 educators’ self-confidence in designing and implementing cybersecurity lessons
Childers, G. M., Linsky, C. L., Payne, B. R., Byers, J., & Baker, D. (2022) · Computers and Education Open · doi:10.1016/j.caeo.2022.100119 · Cited by 23
Łukowiak, M., Radziszowski, S., Vallino, J. R., & Wood, C. A. (2014) · ACM Transactions on Computing Education · doi:10.1145/2538029 · Cited by 20
A Systematic Mapping Study on Gamification Applications for Undergraduate Cybersecurity Education
Weitl-Harms, S., Spanier, A., Hastings, J. D., & Rokusek, M. (2023) · Journal of Cybersecurity Education Research and Practice · doi:10.32727/8.2023.12 · Cited by 20
A taxonomy and a knowledge portal for cybersecurity
Klaper, D., & Hovy, E. H. (2014) · Conference on Digital Government Research · doi:10.1145/2612733.2612759 · Cited by 18
A Hands-on Approach for Teaching Denial of Service Attacks: A Case Study
Trabelsi, Z., & Ibrahim, W. (2013) · Journal of Information Technology Education Innovations in Practice · doi:10.28945/1920 · Cited by 17
Brown, C., Crabbe, F. L., Doerr, R., et al. (2012) · ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE) · doi:10.1145/2325296.2325367 · Cited by 14
Unplugged cybersecurity: An approach for bringing computer science into the classroom
Fees, R. E., da Rosa, J., Durkin, S. S., et al. (2018) · International Journal of Computer Science Education in Schools · doi:10.21585/ijcses.v2i1.21 · Cited by 14
Facets of Security in the United Arab Emirates
Guéraiche, W., & Alexander, K. P. (2022) · Routledge eBooks · doi:10.4324/9781003025566 · Cited by 14
Integrating hackathons into an online cybersecurity course
Affia, A.-A. O., Nolte, A., & Matulevičius, R. (2022) · doi:10.1145/3510456.3514151 · Cited by 14
Cyber security competencies : cyber security education and research in Finnish universities
Lehto, M. (2015) · Jyväskylä University Digital Archive (University of Jyväskylä) · Cited by 12
Ramirez, R. B. (2017) · DSpace@MIT (Massachusetts Institute of Technology) · doi:10.13140/rg.2.2.27123.02081 · Cited by 11
Collaborative Paradigm of Teaching Penetration Testing using Real-World University Applications
Sufatrio, Vykopal, J., & Chang, E. (2022) · Australasian Computing Education Conference · doi:10.1145/3511861.3511874 · Cited by 11
FORMULATING AN EFFECTIVE CYBERSECURITY CURRICULUM
(2010) · Issues in Information Systems · doi:10.48009/1_iis_2010_410-416 · Cited by 10
RQ Labs: A Cybersecurity Workforce Skills Development Framework
Daniel, C., Mullarkey, M. T., & Agrawal, M. (2022) · Information Systems Frontiers · doi:10.1007/s10796-022-10332-y · Cited by 10
Teaching Cybersecurity to Students with Visual Impairments and Blindness
Hairston, J. R., Williams, T., Smith, D. W., Sabados, W. T., & Forney, S. (2020) · Journal of science education for students with disabilities · doi:10.14448/jsesd.12.0007 · Cited by 9
Safe: Cryptographic Algorithms and Security Principles Gamification
Kaabi, L. A., Ketbi, W. A., Khoori, A. A., et al. (2022) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon52537.2022.9766526 · Cited by 9
OConnor, T. (2022) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/3478431.3499404 · Cited by 8
Hol, A., Richardson, J., Hamilton, M., et al. (2024) · Communications of the Association for Information Systems · doi:10.17705/1cais.05403 · Cited by 8
Challenges and solutions protecting data within Amazon Web Services
Radford, C. (2014) · Network Security · doi:10.1016/s1353-4858(14)70058-3 · Cited by 7
Cybersecurity Index for Undergraduate Computer Science Courses in the UK
Ruiz, R., Shukla, P., & Kazemian, H. B. (2020) · Journal of Applied Security Research · doi:10.1080/19361610.2020.1798173 · Cited by 7
Cyber Security in Young Democracies
Harašta, J. (2013) · Jurisprudencija · doi:10.13165/jur-13-20-4-10 · Cited by 6
Majanoja, A.-M., & Hakkala, A. (2023) · International Conference on Computer Systems and Technologies (CompSysTech) · doi:10.1145/3606305.3606325 · Cited by 6
A Generic Reference Curriculum on Cybersecurity
Tagarev, T. D. (2016) · doi:10.11610/isij.3510 · Cited by 5
Su, J. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-12090-z · Cited by 5
Women in tech – role models for girls. Estonian case
Lorenz, B. (2023) · Educational Media International · doi:10.1080/09523987.2023.2324599 · Cited by 5
Ethical Hacking Assessment as a Vehicle for Undergraduate Cyber-Security Education
Faily, S. (2014) · Open Access Institutional Repository at Robert Gordon University (Robert Gordon University) · doi:10.13140/2.1.5111.3763 · Cited by 4
Exploration of AI-enabled Contents for Undergraduate Cyber Security Programs
Lasisi, R. O., Menia, M., Farr, Z., et al. (2022) · Proceedings of the ... International Florida Artificial Intelligence Research Society Conference · doi:10.32473/flairs.v35i.130615 · Cited by 4
Katie Moussouris: Vulnerability Disclosure and Security Workforce Development
Blakley, B., & Cranor, L. F. (2023) · IEEE Security & Privacy · doi:10.1109/msec.2022.3222043 · Cited by 4
Rajamäki, J., Rathod, P., Ferreira, J. C., et al. (2024) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon60312.2024.10578769 · Cited by 4
Cyber-Security Curricula for Basic Users
Zepf, A. L. (2013) · Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School) · Cited by 3
Al-Hamdani, W. A. (2019) · Journal of Cybersecurity Education Research and Practice · doi:10.62915/2472-2707.1049 · Cited by 3
Final Report of the ACM/IEEE/AIS/IFIP Joint Task Force (JTF) on Cybersecurity Education
Levy, Y. M., & Mattord, H. J. (2018) · Journal of the Association for Information Systems · Cited by 3
Kannan, U., & Swamidurai, R. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--37357 · Cited by 3
IEEE 2nd Integrated STEM Education Conference
(2012) · doi:10.1109/isec20469.2012 · Cited by 3
Research Handbook on Cyberwarfare
Stevens, T. 1., & Devanny, J. (2024) · Edward Elgar Publishing eBooks · doi:10.4337/9781803924854 · Cited by 3
Hardware Components in Cybersecurity Education
Lo, D. C.-T., North, M. M., & North, S. M. (2014) · DigitalCommons - Kennesaw State University (Kennesaw State University) · Cited by 2
Belasco, A. S., Bergman, D., & Trivette, M. J. (2023) · Rowman & Littlefield Publishers eBooks · doi:10.5771/9781475873191-306 · Cited by 2
Flagged first, then by citations
Research works printed but not linked: 7
- Baker, 2016, Striving for effective cyber workforce development, Software Engineering Institute, 1
- Howles, T., Romanowski, C., Mishra, S., & Raj, R. K. (2011). A holistic, modular approach to infuse cybersecurity into undergraduate computing degree programs. In Annual symposium on information assurance (pp. 7–8).
- Morgan, 2015, Cybersecurity job market to suffer severe workforce shortage, CSO Online, 28
- Newmeyer, 2015, Elements of national cybersecurity strategy for developing nations, National Cybersecurity Institute Journal, 1, 9
- Ramirez, 2012, Advancing curricula development for homeland security education through a survey of DHS personnel, Journal of Homeland Security Education, 70
- Standardization sector of ITU, 2024, Itu-tx. 1205, Interfaces, 10, 49
- Wright, 2015, Improving cybersecurity workforce capacity and capability, ISSA Journal, 14
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Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0
Mon, B. F., Hayajneh, M., Ali, N. A., Ullah, F., Ullah, H., & Alkobaisi, S. (2025) · Computers, Materials & Continua · doi:10.32604/cmc.2025.061411 · Cited by 26
“In addition, building a strong cybersecurity foundation, as described in the cybersecurity education frameworks [109,110], ensures that personnel are prepared to handle evolving threats.”
Metadata
- Authors
- Ismail, M., Madathil, N. T., Alalawi, M., Alrabaee, S., Al Bataineh, M., Melhem, S., & Mouheb, D.
- Affiliations
- United Arab Emirates University (AE)
- Al Ain University (AE)
- Laval Mayenne Technopole (FR)
- Corresponding author
- Alrabaee, Saed
- ORCID
- Venue
- Computers in Human Behavior Reports
- Publisher
- Elsevier BV
- Published
- 2024-12
- Volume
- 16
- Pages
- 100501
- ISSN
- 2451-9588 (ISSN-L)
- OpenAlex
- W4403325296
- Cited by
- 30
- References
- 68
- Citations by year
- 2026: 14 · 2025: 16
- FWCI
- 11.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Computers in Human Behavior Reports (publishedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- United Arab Emirates University
- Topics
- Physical Sciences › Computer Science › Information Systems › Information Systems Education and Curriculum Development
- Physical Sciences › Computer Science › Information Systems › Information and Cyber Security
- Physical Sciences › Computer Science › Computer Science Applications › Teaching and Learning Programming
- Keywords
- cybersecurity education, curriculum development, cybersecurity curriculum, cybersecurity workforce shortage, cyber threats, computer science education, information systems education
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